Representation Learning

Elucidating the Design Space of Multimodal Protein Language Models ICML 2025 Embedding derived animacy rankings offer insights into the sources of grammatical animacy NAACL 2025 Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models COLING 2025 EmbedLLM: Learning Compact Representations of Large Language Models ICLR 2025 Embodied Representation Alignment with Mirror Neurons ICCV 2025 Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective ICML 2025 Emergence of a High-Dimensional Abstraction Phase in Language Transformers ICLR 2025 EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment ICLR 2025 Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios CVPR 2025 Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences NAACL 2025 Empowering World Models with Reflection for Embodied Video Prediction ICML 2025 Enabling Optimal Decisions in Rehearsal Learning under CARE Condition ICML 2025 ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph Neural Networks ICML 2025 Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks IJCAI 2025 End-to-End Multi-Modal Diffusion Mamba ICCV 2025 Energy-Based Flow Matching for Generating 3D Molecular Structure ICML 2025 EnergyCompress: A General Case Base Learning Strategy IJCAI 2025 EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space CVPR 2025 Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation ICML 2025 Enhanced Denesity Peak Clustering for High-Dimensional Data AAAI 2025 Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods JMLR 2025 Enhanced Graph Similarity Learning via Adaptive Multi-scale Feature Fusion IJCAI 2025 Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025 Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025